Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-12 0.279717 0.314702 0.354098 0.402098 0.459481 0.526497 0.611600
2025-01-19 0.218218 0.262055 0.316208 0.389394 0.487937 0.619474 0.814668
2025-01-26 0.194926 0.246097 0.314088 0.414196 0.563756 0.789895 1.182759
2025-02-02 0.184429 0.242965 0.325820 0.457652 0.675104 1.048167 1.819224
2025-02-09 0.171920 0.234085 0.326579 0.483397 0.764944 1.306710 2.636702
2025-02-16 0.159987 0.223763 0.322646 0.499597 0.842016 1.575405 3.720254
2025-02-23 0.147328 0.210387 0.311364 0.500073 0.888694 1.802506 4.957695
2025-03-02 0.131645 0.190363 0.286254 0.470335 0.864699 1.850859 5.679662
2025-03-09 0.121359 0.177934 0.272361 0.459202 0.878090 2.005021 7.082336
2025-03-16 0.112915 0.167670 0.260924 0.450759 0.895321 2.181423 8.977205
2025-03-23 0.107767 0.162401 0.257668 0.458250 0.953512 2.523989 12.873952
2025-03-30 0.100202 0.152324 0.244498 0.442563 0.947849 2.647014 15.721403
2025-04-06 0.092112 0.141092 0.228779 0.420615 0.924519 2.712975 18.755459
2025-04-13 0.085338 0.131761 0.215952 0.403691 0.912632 2.830409 23.519542
2025-04-20 0.083904 0.131792 0.221115 0.428871 1.033723 3.660987 51.171303
2025-04-27 0.084366 0.135273 0.233509 0.474245 1.242588 5.313659 210.583660
2025-05-04 0.082874 0.134949 0.238068 0.501227 1.405925 7.120490 1429.564797
2025-05-11 0.080607 0.132929 0.238768 0.518241 1.543156 9.185092 242275.918946
2025-05-18 0.077275 0.128561 0.233863 0.518737 1.613906 10.912453 NaN
2025-05-25 0.071965 0.119946 0.218769 0.487484 1.530970 10.649322 NaN
2025-06-01 0.068427 0.114650 0.210712 0.475794 1.535842 11.634115 NaN
2025-06-08 0.065355 0.110098 0.203948 0.466932 1.551712 12.917700 NaN
2025-06-15 0.063590 0.108061 0.202748 0.474794 1.656344 16.307780 NaN